Period
to 16 January 2019

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 16 January 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
East of England > Cambridgeshire
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 47 87 69
Rank change year-on-year +40 -18 -2
Contract jobs citing Hadoop 33 9 9
As % of all contract IT jobs advertised in Cambridgeshire 3.10% 0.69% 0.84%
As % of the Database & Business Intelligence category 16.02% 4.37% 4.23%
Number of daily rates quoted 13 5 8
Cambridgeshire median daily rate £550 £363 £538
Median daily rate % change year-on-year +51.72% -32.56% +2.38%
10th Percentile £425 £301 £460
90th Percentile £658 £494 £654
East of England median daily rate £550 £488 £350
% change year-on-year +12.82% +39.29% -30.00%
Number of hourly rates quoted 0 0 0
Cambridgeshire median hourly rate - - -
East of England median hourly rate - £37.50 £45.75
% change year-on-year - -18.03% -

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Contract vacancies with a requirement for database or business intelligence skills 206 206 213
As % of all contract IT jobs advertised in Cambridgeshire 19.32% 15.73% 19.87%
Number of daily rates quoted 116 112 109
Cambridgeshire median daily rate £450 £375 £375
Median daily rate % change year-on-year +20.00% - -6.25%
10th Percentile £325 £288 £250
90th Percentile £595 £520 £550
East of England median daily rate £444 £413 £375
% change year-on-year +7.58% +10.00% -1.32%
Number of hourly rates quoted 3 0 4
Cambridgeshire median hourly rate £17.38 - £28.75
10th Percentile £14.64 - £11.85
90th Percentile £22.31 - £43.75
East of England median hourly rate £17.05 £37.25 £36.82
% change year-on-year -54.23% +1.17% +0.41%

Hadoop
Job Vacancy Trend in Cambridgeshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Cambridgeshire.

Contractor daily rate trend for Hadoop in Cambridgeshire

Hadoop
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Hadoop in Cambridgeshire over the 6 months to 16 January 2019.

Contractor daily rate histogram for Hadoop in Cambridgeshire

Hadoop
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Cambridgeshire region over the 6 months to 16 January 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +19 24 £519 +6.41% 7
Hadoop
East of England

For the 6 months to 16 January 2019, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Cambridgeshire region with a requirement for Hadoop.

1 23 (69.70%) MySQL
2 21 (63.64%) Amazon AWS
3 20 (60.61%) PostgreSQL
4 18 (54.55%) Linux
5 17 (51.52%) Python
6 16 (48.48%) Perl
6 16 (48.48%) Analytics
7 15 (45.45%) NoSQL
8 14 (42.42%) MongoDB
8 14 (42.42%) JavaScript
8 14 (42.42%) Apache
8 14 (42.42%) Docker
8 14 (42.42%) Kubernetes
9 13 (39.39%) Analytical Skills
9 13 (39.39%) Vagrant
9 13 (39.39%) Jenkins
9 13 (39.39%) OpenStack
9 13 (39.39%) Red Hat
10 12 (36.36%) NetApp
10 12 (36.36%) CheckPoint
10 12 (36.36%) Nagios
10 12 (36.36%) LAMP
10 12 (36.36%) VMware
10 12 (36.36%) Agile Software Development
10 12 (36.36%) Firewall
10 12 (36.36%) DNS
10 12 (36.36%) ZABBIX
10 12 (36.36%) nginx
10 12 (36.36%) Bash Shell
10 12 (36.36%) Puppet

Hadoop
Co-occurring IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 14 (42.42%) Apache
2 13 (39.39%) OpenStack
3 12 (36.36%) nginx
4 10 (30.30%) Apache Spark
5 3 (9.09%) Confluence
5 3 (9.09%) SAS
6 1 (3.03%) Elasticsearch
6 1 (3.03%) Oracle SOA Suite
6 1 (3.03%) SharePoint
Applications
1 2 (6.06%) MS Visio
2 1 (3.03%) SPSS
Business Applications
1 1 (3.03%) Oracle BPM
1 1 (3.03%) SAP MDG
1 1 (3.03%) SAP MDM
Cloud Services
1 21 (63.64%) Amazon AWS
2 9 (27.27%) Amazon EMR
2 9 (27.27%) Amazon S3
3 2 (6.06%) Google Cloud Platform
4 1 (3.03%) GitHub
Communications & Networking
1 12 (36.36%) DNS
1 12 (36.36%) Firewall
2 9 (27.27%) Unicast
3 1 (3.03%) Kerberos
3 1 (3.03%) SAN
3 1 (3.03%) VLAN
Database & Business Intelligence
1 23 (69.70%) MySQL
2 20 (60.61%) PostgreSQL
3 15 (45.45%) NoSQL
4 14 (42.42%) MongoDB
5 11 (33.33%) Apache Hive
6 9 (27.27%) Amazon Aurora
6 9 (27.27%) Amazon Redshift
6 9 (27.27%) Big Data
7 7 (21.21%) Data Warehouse
8 3 (9.09%) Apache Cassandra
8 3 (9.09%) Relational Database
9 2 (6.06%) Data Mining
9 2 (6.06%) HBase
9 2 (6.06%) OLAP
9 2 (6.06%) Sqoop
10 1 (3.03%) BusinessObjects
10 1 (3.03%) OLTP
10 1 (3.03%) PowerCenter
10 1 (3.03%) SAP HANA
10 1 (3.03%) Spotfire
Development Applications
1 13 (39.39%) Jenkins
1 13 (39.39%) Vagrant
2 6 (18.18%) GitLab
3 3 (9.09%) Git (software)
3 3 (9.09%) JIRA
4 2 (6.06%) ERwin
5 1 (3.03%) Atlassian Bamboo
5 1 (3.03%) Oracle APEX
5 1 (3.03%) TeamCity
5 1 (3.03%) Visual Studio
General
1 7 (21.21%) Finance
2 6 (18.18%) Pharmaceutical
2 6 (18.18%) Publishing
2 6 (18.18%) Telecoms
Job Titles
1 11 (33.33%) DevOps Engineer
2 8 (24.24%) Developer
3 5 (15.15%) Data Engineer
3 5 (15.15%) Senior DevOps
3 5 (15.15%) Senior DevOps Engineer
4 3 (9.09%) Data Analytics Engineer
4 3 (9.09%) ETL Developer
4 3 (9.09%) Scala Developer
5 2 (6.06%) Data Scientist
5 2 (6.06%) Linux DevOps Engineer
5 2 (6.06%) Linux Engineer
5 2 (6.06%) Linux/Unix DevOps
5 2 (6.06%) Python Engineer
5 2 (6.06%) Ruby Engineer
5 2 (6.06%) Talend Developer
6 1 (3.03%) Apache Spark Developer
6 1 (3.03%) AWS Engineer
6 1 (3.03%) Data Science Leader
6 1 (3.03%) IT Engineer
6 1 (3.03%) Technical Leader
Libraries, Frameworks & Software Standards
1 12 (36.36%) LAMP
1 12 (36.36%) LAPP Stack
1 12 (36.36%) LEMP Stack
2 9 (27.27%) Web Services
3 6 (18.18%) Apache Camel
3 6 (18.18%) REST
3 6 (18.18%) SOAP
4 3 (9.09%) Kafka
4 3 (9.09%) RESTful
4 3 (9.09%) Spring
5 2 (6.06%) Apache NiFi
5 2 (6.06%) Natural Language Processing
6 1 (3.03%) AngularJS
6 1 (3.03%) Django
6 1 (3.03%) Flask
6 1 (3.03%) React
6 1 (3.03%) XML
Miscellaneous
1 13 (39.39%) Analytical Skills
2 12 (36.36%) PKI
3 2 (6.06%) User Experience
4 1 (3.03%) Algorithms
4 1 (3.03%) Taxonomies
Operating Systems
1 18 (54.55%) Linux
2 12 (36.36%) CentOS
3 3 (9.09%) Unix
4 2 (6.06%) Solaris
4 2 (6.06%) Windows
5 1 (3.03%) Red Hat Enterprise Linux
Processes & Methodologies
1 16 (48.48%) Analytics
2 12 (36.36%) Agile Software Development
2 12 (36.36%) DevOps
3 10 (30.30%) ETL
4 9 (27.27%) Business Intelligence
4 9 (27.27%) Visualisation
5 8 (24.24%) Computer Science
6 7 (21.21%) Data Science
6 7 (21.21%) Software Engineering
6 7 (21.21%) User Acceptance Testing
7 6 (18.18%) Information Architecture
8 5 (15.15%) Integration Testing
8 5 (15.15%) MapReduce
8 5 (15.15%) Release Management
8 5 (15.15%) System Integration Testing
9 4 (12.12%) Artificial Intelligence
9 4 (12.12%) Data Analytics
9 4 (12.12%) Data Integration
9 4 (12.12%) Data Management
9 4 (12.12%) Problem-Solving
Programming Languages
1 17 (51.52%) Python
2 16 (48.48%) Perl
3 14 (42.42%) JavaScript
4 12 (36.36%) Bash Shell
4 12 (36.36%) Ruby
5 10 (30.30%) SQL
6 7 (21.21%) Java
7 4 (12.12%) Scala
8 3 (9.09%) Java 8
9 2 (6.06%) C
9 2 (6.06%) C#
9 2 (6.06%) C++
9 2 (6.06%) MATLAB
9 2 (6.06%) R
10 1 (3.03%) Go
10 1 (3.03%) PL/SQL
Qualifications
1 2 (6.06%) Degree
1 2 (6.06%) DV Cleared
1 2 (6.06%) PhD
1 2 (6.06%) Security Cleared
2 1 (3.03%) Computer Science Degree
Quality Assurance & Compliance
1 3 (9.09%) Data Quality
2 2 (6.06%) QA
3 1 (3.03%) Def Stans
System Software
1 14 (42.42%) Docker
2 9 (27.27%) VMware Infrastructure
3 2 (6.06%) Apache Flume
Systems Management
1 14 (42.42%) Kubernetes
2 12 (36.36%) Ansible
2 12 (36.36%) Nagios
2 12 (36.36%) Opscode Chef
2 12 (36.36%) Puppet
2 12 (36.36%) Salt
2 12 (36.36%) Terraform
2 12 (36.36%) ZABBIX
3 1 (3.03%) Kibana
3 1 (3.03%) Mesos
Vendors
1 13 (39.39%) Red Hat
2 12 (36.36%) CheckPoint
2 12 (36.36%) NetApp
2 12 (36.36%) VMware
3 6 (18.18%) MicroStrategy
3 6 (18.18%) Talend
4 4 (12.12%) Hortonworks
5 1 (3.03%) Cisco
5 1 (3.03%) Hyperion
5 1 (3.03%) IBM
5 1 (3.03%) Informatica
5 1 (3.03%) Nokia
5 1 (3.03%) Oracle
5 1 (3.03%) SAP
5 1 (3.03%) Tableau